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This chapter is organized as follows: Section 2 briefly defines the DM process. Section 3 describes to construct a model to forecast river flow using data mining process. This model is developed to be accomplished in Kızılırmak River which is longest river in Turkey. Section 4 includes conclusions of the chapter.